{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\anaconda3\\lib\\site-packages\\statsmodels\\tsa\\base\\tsa_model.py:7: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
      "  from pandas import (to_datetime, Int64Index, DatetimeIndex, Period,\n",
      "d:\\anaconda3\\lib\\site-packages\\statsmodels\\tsa\\base\\tsa_model.py:7: FutureWarning: pandas.Float64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
      "  from pandas import (to_datetime, Int64Index, DatetimeIndex, Period,\n"
     ]
    }
   ],
   "source": [
    "import functools\n",
    "from typing import Callable, Dict, List, Tuple, Union\n",
    "\n",
    "import empyrical as ep\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from alphalens.tears import GridFigure\n",
    "from scr.activation_funcs import Exp, ReLU, identity, sign, tanh\n",
    "from scr.binary_operators import (\n",
    "    Corr,\n",
    "    get_x,\n",
    "    get_y,\n",
    "    operators_add,\n",
    "    operators_diff,\n",
    "    operators_max,\n",
    "    operators_min,\n",
    "    operators_multiple,\n",
    "    x_is_greater_than_y,\n",
    ")\n",
    "from scr.company import Company\n",
    "from scr.trader import Trader\n",
    "from tqdm.notebook import tqdm\n",
    "\n",
    "\n",
    "plt.rcParams[\"font.sans-serif\"] = [\"SimHei\"]  # 设置字体\n",
    "plt.rcParams[\"axes.unicode_minus\"] = False  # 该语句解决图像中的“-”负号的乱码问题"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "codes: List = [\"000300.SH\", \"000905.SH\", \"399006.SZ\",'000906.SH','000852.SH','881001.WI']\n",
    "price = pd.read_csv('Data\\data.csv',index_col=[0],parse_dates=[0])\n",
    "\n",
    "# 基础参数\n",
    "activation_funcs: List[Callable] = [identity, ReLU, sign, tanh]\n",
    "binary_operators: List[Callable] = [\n",
    "    operators_max,\n",
    "    operators_min,\n",
    "    operators_add,\n",
    "    operators_diff,\n",
    "    get_x,\n",
    "    get_y,\n",
    "    operators_multiple,\n",
    "    x_is_greater_than_y,\n",
    "]\n",
    "\n",
    "train_size:float = 0.4\n",
    "seed = None"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 高斯分布"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "company_params = {\n",
    "    \"stock_names\": codes,\n",
    "    \"M\": 10,\n",
    "    \"max_lag\": 9,\n",
    "    \"l\": 1,\n",
    "    \"time_window\": 100,\n",
    "    \"activation_funcs\": activation_funcs,\n",
    "    \"binary_operators\": binary_operators,\n",
    "    \"traders_num\": 20,\n",
    "    \"Q\": 0.5,\n",
    "    'unimodal':'Gaussian',\n",
    "    'evaluation_protocols':'ACC',\n",
    "    \"seed\": seed,\n",
    "}\n",
    "\n",
    "model1 = Company(**company_params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9c373e1fb40246d9b199c66577ed536f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "TC模型训练:   0%|          | 0/1172 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "T_train: int = int(len(price) * train_size)\n",
    "data: np.ndarray = price.values\n",
    "df_y_train: np.ndarray = data[:T_train, :]\n",
    "\n",
    "model1.fit(df_y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7de7396fbb054742b6a5511adf81fc66",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/1775 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_y_test: np.ndarray = data[T_train:, :]\n",
    "\n",
    "signal_tmp: List = []\n",
    "for row in tqdm(df_y_test):\n",
    "\n",
    "    prediction_test = model1.aggregate()\n",
    "    signal_tmp.append(prediction_test)\n",
    "\n",
    "    model1.predict(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "signal_arr: np.ndarray = np.squeeze(signal_tmp)\n",
    "\n",
    "sign_signal: pd.DataFrame = pd.DataFrame(\n",
    "    np.where(signal_arr > 0, 1, 0), columns=codes, index=price.iloc[T_train:].index\n",
    ")\n",
    "\n",
    "returns: pd.DataFrame = price.iloc[T_train:].shift(-1).mul(sign_signal, axis=1)\n",
    "cum = ep.cum_returns(returns)\n",
    "benchmark = ep.cum_returns(price.iloc[T_train:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1008x1512 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1440x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "size: int = len(codes)\n",
    "cols: int = 2\n",
    "rows: int = size // cols + 1 if size % 2 else size // cols\n",
    "gf = GridFigure(rows=rows, cols=cols)\n",
    "gf.fig = plt.figure(figsize=(20, rows * 4))\n",
    "for cum_sers, base_sers in zip(cum.items(), benchmark.items()):\n",
    "\n",
    "    cum_name, cum_line = cum_sers\n",
    "    base_name, base_line = base_sers\n",
    "\n",
    "    line_ax = cum_line.plot(label=cum_name, ax=gf.next_cell(), color=\"r\")\n",
    "    base_line.plot(label=\"benchmark\", ax=line_ax, color=\"darkgray\")\n",
    "\n",
    "    line_ax.legend()\n",
    "    line_ax.set_title(cum_name)\n",
    "\n",
    "plt.show()\n",
    "gf.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 高斯混合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "company_params = {\n",
    "    \"stock_names\": codes,\n",
    "    \"M\": 10,\n",
    "    \"max_lag\": 9,\n",
    "    \"l\": 1,\n",
    "    \"time_window\": 100,\n",
    "    \"activation_funcs\": activation_funcs,\n",
    "    \"binary_operators\": binary_operators,\n",
    "    \"traders_num\": 20,\n",
    "    \"Q\": 0.5,\n",
    "    'unimodal':'GaussianMixture',\n",
    "    'evaluation_protocols':'ACC',\n",
    "    \"seed\": seed,\n",
    "}\n",
    "\n",
    "model2 = Company(**company_params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4f9f94c123b142d69648cc6dda64979e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "TC模型训练:   0%|          | 0/1172 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "T_train: int = int(len(price) * train_size)\n",
    "data: np.ndarray = price.values\n",
    "df_y_train: np.ndarray = data[:T_train, :]\n",
    "\n",
    "model2.fit(df_y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "91b6d24272e04151ae64b5631d746b0b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/1775 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_y_test: np.ndarray = data[T_train:, :]\n",
    "\n",
    "signal_tmp: List = []\n",
    "for row in tqdm(df_y_test):\n",
    "\n",
    "    prediction_test = model2.aggregate()\n",
    "    signal_tmp.append(prediction_test)\n",
    "\n",
    "    model2.predict(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "signal_arr: np.ndarray = np.squeeze(signal_tmp)\n",
    "\n",
    "sign_signal: pd.DataFrame = pd.DataFrame(\n",
    "    np.where(signal_arr > 0, 1, 0), columns=codes, index=price.iloc[T_train:].index\n",
    ")\n",
    "\n",
    "returns: pd.DataFrame = price.iloc[T_train:].shift(-1).mul(sign_signal, axis=1)\n",
    "cum = ep.cum_returns(returns)\n",
    "benchmark = ep.cum_returns(price.iloc[T_train:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1008x1512 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1440x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "size: int = len(codes)\n",
    "cols: int = 2\n",
    "rows: int = size // cols + 1 if size % 2 else size // cols\n",
    "gf = GridFigure(rows=rows, cols=cols)\n",
    "gf.fig = plt.figure(figsize=(20, rows * 4))\n",
    "for cum_sers, base_sers in zip(cum.items(), benchmark.items()):\n",
    "\n",
    "    cum_name, cum_line = cum_sers\n",
    "    base_name, base_line = base_sers\n",
    "\n",
    "    line_ax = cum_line.plot(label=cum_name, ax=gf.next_cell(), color=\"r\")\n",
    "    base_line.plot(label=\"benchmark\", ax=line_ax, color=\"darkgray\")\n",
    "\n",
    "    line_ax.legend()\n",
    "    line_ax.set_title(cum_name)\n",
    "\n",
    "plt.show()\n",
    "gf.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 贝叶斯"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "company_params = {\n",
    "    \"stock_names\": codes,\n",
    "    \"M\": 10,\n",
    "    \"max_lag\": 9,\n",
    "    \"l\": 1,\n",
    "    \"time_window\": 100,\n",
    "    \"activation_funcs\": activation_funcs,\n",
    "    \"binary_operators\": binary_operators,\n",
    "    \"traders_num\": 20,\n",
    "    \"Q\": 0.5,\n",
    "    'unimodal':'BayesianGaussianMixture',\n",
    "    'evaluation_protocols':'ACC',\n",
    "    \"seed\": seed,\n",
    "}\n",
    "\n",
    "model3 = Company(**company_params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e2046888bfa74360bb579879e213f276",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "TC模型训练:   0%|          | 0/1172 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "T_train: int = int(len(price) * train_size)\n",
    "data: np.ndarray = price.values\n",
    "df_y_train: np.ndarray = data[:T_train, :]\n",
    "\n",
    "model3.fit(df_y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bb8eb3c95e414a2e92a61f9ee3877850",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/1775 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_y_test: np.ndarray = data[T_train:, :]\n",
    "\n",
    "signal_tmp: List = []\n",
    "for row in tqdm(df_y_test):\n",
    "\n",
    "    prediction_test = model3.aggregate()\n",
    "    signal_tmp.append(prediction_test)\n",
    "\n",
    "    model3.predict(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "signal_arr: np.ndarray = np.squeeze(signal_tmp)\n",
    "\n",
    "sign_signal: pd.DataFrame = pd.DataFrame(\n",
    "    np.where(signal_arr > 0, 1, 0), columns=codes, index=price.iloc[T_train:].index\n",
    ")\n",
    "\n",
    "returns: pd.DataFrame = price.iloc[T_train:].shift(-1).mul(sign_signal, axis=1)\n",
    "cum = ep.cum_returns(returns)\n",
    "benchmark = ep.cum_returns(price.iloc[T_train:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1008x1512 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1440x864 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "size: int = len(codes)\n",
    "cols: int = 2\n",
    "rows: int = size // cols + 1 if size % 2 else size // cols\n",
    "gf = GridFigure(rows=rows, cols=cols)\n",
    "gf.fig = plt.figure(figsize=(20, rows * 4))\n",
    "for cum_sers, base_sers in zip(cum.items(), benchmark.items()):\n",
    "\n",
    "    cum_name, cum_line = cum_sers\n",
    "    base_name, base_line = base_sers\n",
    "\n",
    "    line_ax = cum_line.plot(label=cum_name, ax=gf.next_cell(), color=\"r\")\n",
    "    base_line.plot(label=\"benchmark\", ax=line_ax, color=\"darkgray\")\n",
    "\n",
    "    line_ax.legend()\n",
    "    line_ax.set_title(cum_name)\n",
    "\n",
    "plt.show()\n",
    "gf.close()"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "49cb93f377a7abe7414b7b0f21fb3017538004a126cf690fb524202736b7fb92"
  },
  "kernelspec": {
   "display_name": "Python 3.8.8 ('base')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
